AI automation / agentic systems

I build practical AI agents for small businesses.

Helping small teams save time, organize customer data, and automate repetitive sales and operations workflows with human-approved AI systems.

Electrical Engineering backgroundAgentic AI systemsPython / OpenAI SDK / Gradio / SQLiteSales & Operations AutomationHuman-Approved WorkflowsCRM/ERP WorkflowsLead discoveryOutreach draftsData CleanupOperational VisibilityEvaluator LoopsStructured OutputsElectrical Engineering backgroundAgentic AI systemsPython / OpenAI SDK / Gradio / SQLiteSales & Operations AutomationHuman-Approved WorkflowsCRM/ERP WorkflowsLead discoveryOutreach draftsData CleanupOperational VisibilityEvaluator LoopsStructured Outputs
PROBLEM

Small businesses don't need more tools. They need less manual work.

01

Messy lead databases

Lead sources, partner lists, forms, spreadsheets, and old customer data often stay scattered and hard to act on.

02

Repetitive follow-up

Sales teams lose time rewriting messages, checking context, and deciding who to contact next.

03

Scattered CRM / ERP data

Customer and operational data often lives across different systems, making prioritization and reporting harder than it should be.

SERVICES

What I build?

Practical AI workflows for sales, operations, and customer data built around human approval, not blind automation.

01

AI Sales Agents

Lead research, lead scoring, personalized outreach drafts, follow-up prioritization, and top-of-funnel automation.

02

CRM / ERP Automation

Customer analysis, data cleanup, segmentation, internal dashboards, and workflow support for messy business data.

03

Agentic Workflow Systems

Planner agents, evaluator agents, optimization loops, human approval steps, persistent state, and structured outputs.

FEATURED

Featured Projects

Three focused builds that show business value, agentic system design, and practical operations thinking.

Lead generationERP analysisOutreachHuman approvalSales workflowAgentic AISQLiteGradioOpenAI SDKEvaluator loopsStructured outputsOperations PlanningSkill MatrixWorkflow AutomationLead generationERP analysisOutreachHuman approvalSales workflowAgentic AISQLiteGradioOpenAI SDKEvaluator loopsStructured outputsOperations PlanningSkill MatrixWorkflow Automation
ABOUT

Engineering-minded AI automation for real business workflows.

I'm Jovan Filipović, an Electrical Engineering graduate from the University of Belgrade, building practical AI agent systems for small businesses. I focus on workflows where leads, CRM/ERP data, sales follow-up, and operational decisions are still handled manually, inconsistently, or across too many disconnected tools.

My approach is business-first: start with a real bottleneck, structure the data around it, add AI where it helps decision-making, and keep humans in control through reviewable outputs and approval steps.

Alongside engineering and AI, years of basketball and team captaincy shaped how I think about leadership, discipline, communication, and execution under pressure. NLP and communication training also influence how I design clearer outreach, better customer conversations, and human-in-the-loop workflows.

Electrical Engineering foundation

Automation, systems thinking, signal/data logic, and practical implementation.

Agentic AI systems

Planner/evaluator loops, structured outputs, persistence, and human approval.

Sales & operations workflows

Lead prioritization, CRM/ERP cleanup, follow-up workflows, and visibility.

Practical MVP approach

Small, testable systems shaped around real constraints and maintainable code.

Team leadership

Basketball captaincy, communication, discipline, and decisions under pressure.

NLP & communication

Clearer outreach, customer conversations, and human-in-the-loop workflows.

CONTACT

Want to explore an AI agent for your business?

Send me a message and I'll tell you honestly if an AI-assisted workflow makes sense for your current process.

For founders, sales/BD teams, and operations managers dealing with messy leads, CRM/ERP chaos, or repetitive follow-up.

Email

Use this when you want to describe a workflow in detail.

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GitHub

Technical work, demos, and implementation references.

View GitHub

Demos

Main Hugging Face profile for demos and published AI experiments.

View Hugging Face